Python with AI & Machine Learning
Go from writing your first Python script to training Machine Learning models. Learn data manipulation, visualization, and how to apply predictive algorithms to real-world datasets.
Duration
4 - 6 Weeks
Location
Lucknow (Offline)
Credential
Verified Certificate
Check Eligibility
Drop your details to get the full syllabus PDF and batch timings.
Check Eligibility
Drop your details to get the full syllabus PDF and batch timings.
Learning Path
A structured, week-by-week sprint from beginner to industry-ready.
Module 1: Python Core Programming
- Variables, Data Types, and Operators
- Control Flow (If/Else, Loops)
- Functions and Modules
- Object-Oriented Programming in Python
Module 2: Data Analysis & Manipulation
- Introduction to NumPy arrays and matrices
- Data manipulation with Pandas DataFrames
- Handling missing data and outliers
- Exploratory Data Analysis (EDA)
Module 3: Data Visualization
- Plotting with Matplotlib
- Advanced visualizations with Seaborn
- Creating interactive charts
- Data storytelling
Module 4: Machine Learning Fundamentals
- Supervised vs Unsupervised Learning
- Linear and Logistic Regression
- Decision Trees & Random Forests
- Model Evaluation Metrics (Accuracy, Precision, Recall)
Module 5: Applied AI Project
- Feature Engineering and Selection
- Hyperparameter Tuning
- Building a complete ML Pipeline
- Exporting models and creating a simple API
Capstone Project
Predictive Analytics Dashboard using real-world Kaggle datasets.
Flexibility: Ranging from guided minor projects to custom applications depending on student innovation. Build it from scratch, push it to GitHub, and deploy it live.
Related Training Tracks
MERN Stack Web Development
You will master the art of building scalable, full-stack web applications using MongoDB, Express, React, and Node.js. You will learn to architect REST APIs, manage state in complex frontends, and deploy applications to the cloud.
Cyber Security & Ethical Hacking
Learn to identify, exploit, and patch security vulnerabilities in networks and web applications. You will understand the hacker mindset and how to implement defensive strategies.
Java Programming (Core & Advanced)
Build robust, enterprise-grade applications. Understand deep Object-Oriented principles, multithreading, and database connectivity in Java.
Frequently Asked Questions
Everything you need to know about the Python with AI & Machine Learning track.